AI Visibility Scorecard
Advisory & Legal Research
manzama.com · Technology
Somewhat visible. AI bots can read Advisory & Legal Research, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 7 times
Claude · ChatGPT · ShapBot · Apple Intelligence
#196,525 of 2,704,410 in Technology for AI visibility
41
AI Naming Predictability
iRarely named · 41/100
Technology average 28
Top 3% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
8
About Advisory & Legal Research
from our crawl and measurement
"Discover and share insights from news, social and other online media sources to strengthen client relationships and drive new business." That is how Advisory & Legal Research introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- Advisory & Legal Research
- Website ·
- manzama.com
- Industry ·
- Technology
- Location ·
- Bend, Oregon
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, Advisory & Legal Research has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Advisory & Legal Research
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/manzama
Cite this score: Engagemii (2026). "AEO Score for Advisory & Legal Research." Retrieved from https://engagemii.com/aeo/brands/manzama
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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